{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-04-29 19:08:38.149144: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.\n",
      "2024-04-29 19:08:38.203966: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n",
      "To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n",
      "2024-04-29 19:08:39.066970: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n"
     ]
    }
   ],
   "source": [
    "from configs.config import config\n",
    "import os\n",
    "\n",
    "os.environ['CUDA_VISIBLE_DEVICES'] = '0'    # GPU No.\n",
    "os.environ[\"CUBLAS_WORKSPACE_CONFIG\"] = \":16:8\"\n",
    "from sampler.utils import *\n",
    "from trainer.utils import restore_checkpoint\n",
    "import torch\n",
    "import torch.nn as nn\n",
    "import scipy.io\n",
    "import sys\n",
    "\n",
    "from torch.utils.data import DataLoader\n",
    "from tqdm import tqdm\n",
    "\n",
    "from models.unet_video import UNetVideoModel\n",
    "from models.ema import ExponentialMovingAverage\n",
    "from sampler import VESDE\n",
    "import numpy as np\n",
    "from einops import rearrange"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load pretrained model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "config.cuda = config.gpu is not None\n",
    "if config.cuda:\n",
    "    device = 'cuda'\n",
    "else:\n",
    "    device = 'cpu'\n",
    "\n",
    "checkpoint_path = '/data/cylinder2d/checkpoint_ns4_cylinder2d_video_v0.pth'\n",
    "scalar_path = '/data/cylinder2d/scalar_ns4_cylinder2d_video_v0.npy'\n",
    "config.version = 'cylinder2d_video_v0'\n",
    "config.num_samples_train = 100000\n",
    "config.batch_size = 32\n",
    "config.num_conditions = 1\n",
    "config.num_frames = 10\n",
    "config.num_components = 2\n",
    "config.image_size = 64\n",
    "config.dimension = config.image_size * (config.num_frames + config.num_conditions)\n",
    "config.num_channels = config.num_components + config.num_conditions\n",
    "config.channel_modal = [config.num_frames*config.num_components, 1]\n",
    "config.num_modals = len(config.channel_modal)\n",
    "net = UNetVideoModel(config.num_channels, model_channels=32, out_channels=config.num_channels, \n",
    "                        num_res_blocks=2, \n",
    "                        attention_resolutions=(8, 16), \n",
    "                        image_size=config.image_size, \n",
    "                        dropout=0.1, \n",
    "                        channel_mult=(1, 2, 4, 8),\n",
    "                        conv_resample=True,\n",
    "                        dims=2,\n",
    "                        num_heads=1,\n",
    "                        use_rpe_net=True)\n",
    "\n",
    "net = nn.DataParallel(net)\n",
    "net.to(device)\n",
    "ema = ExponentialMovingAverage(net.parameters(), decay=config.ema_rate)\n",
    "optimizer = torch.optim.Adam(net.parameters(), lr=config.lr, betas=(0.9, 0.999), eps=1e-8, weight_decay=0)\n",
    "state = dict(optimizer=optimizer, model=net, ema=ema, epoch=0, iteration=0)\n",
    "\n",
    "state = restore_checkpoint(checkpoint_path, state, device)\n",
    "net = state['model']\n",
    "optimizer = state['optimizer']\n",
    "ema = state['ema']\n",
    "\n",
    "_, z = np.meshgrid(np.linspace(0, 2 * np.pi, config.image_size, endpoint=False),\n",
    "                    np.linspace(0, 2 * np.pi, config.image_size, endpoint=False), indexing='ij')\n",
    "\n",
    "mean, std = np.load(scalar_path)\n",
    "scalar = lambda x: (x-mean)/std\n",
    "scalar_inv = lambda x: x*std+mean"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load experimental data from PIV"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(879, 2, 50, 67) (1, 879, 200) 159.0457256461233\n"
     ]
    }
   ],
   "source": [
    "vel_c = 1600    # 1100, 1600, 2500 are provided\n",
    "\n",
    "from einops import rearrange\n",
    "is_avg = False\n",
    "dt_c = 1./80\n",
    "dia_c = 6e-3     # 5.28e-3\n",
    "T_c = 20.0\n",
    "\n",
    "measures = np.load(f'/data/cylinder2d/{vel_c}/piv_vel_test.npy')       # _filtered\n",
    "grid = np.load(f'/data/cylinder2d/{vel_c}/piv_grid.npy')/dia_c\n",
    "ny, nx = measures.shape[-2:]\n",
    "vel_c = vel_c/1000/60\n",
    "measures = measures/vel_c*0.1\n",
    "Re_c = vel_c*dia_c/cal_water_attr(T_c)['nu']\n",
    "para = 0.1/Re_c*1000\n",
    "cs = [2., 3., 4., 6.]       # cross sections\n",
    "coords = []\n",
    "for i in cs:\n",
    "    coord = np.zeros([grid.shape[-2], 2])\n",
    "    coord[:, 0] = i\n",
    "    coord[:, 1] = grid[1, :, 0]\n",
    "    coords.append(coord)\n",
    "coords = np.concatenate(coords, axis=0)\n",
    "spacing_m = coords[1, 1]-coords[0, 1]\n",
    "# offsets_m = np.array([-0.5, 32./2*spacing_m])\n",
    "offsets_m = np.array([-grid[0, 0, 0], ny/2*spacing_m])\n",
    "y = sample_to_hot_wire(rearrange(torch.from_numpy(measures), 't c h w -> () (t c) w h'), coords, spacing=spacing_m, offsets=offsets_m, is_avg=is_avg,\n",
    "                                                num_frame=len(measures)*2,\n",
    "                                                scalar=None,\n",
    "                                                use_para=False, weight=1.).numpy()\n",
    "print(measures.shape, y.shape, Re_c)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1, 55, 50) 0.5555555555555556\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "config.overlap = 1\n",
    "config.num_steps = 50\n",
    "\n",
    "from scipy.interpolate import interp1d\n",
    "nf = config.num_frames\n",
    "ns = config.num_steps\n",
    "ol = config.overlap\n",
    "b = int(ns // (nf - ol) + 1)  # the number of samples that need to generate\n",
    "ns_real = b * (nf - ol) + ol\n",
    "\n",
    "config.channel_modal = None\n",
    "\n",
    "weight = 0.05\n",
    "use_para = False\n",
    "start_frame = 20\n",
    "obs_pos = np.arange(ny)[:]     # np.arange(ny)[:]\n",
    "dt = dt_c/(dia_c/(vel_c/0.1))\n",
    "para_obs = (para*np.sin(4*z))[np.newaxis].repeat(len(y), axis=0)\n",
    "if not is_avg:\n",
    "    y_interp = []\n",
    "    for i in range(y.shape[-1]):\n",
    "        f = interp1d(np.arange(y.shape[-2])*dt, y[0, :, i], kind='linear')\n",
    "        y_interp.append(f(np.arange(300)))\n",
    "    y_interp = np.stack(y_interp, axis=-1)[np.newaxis]\n",
    "    fig, ax = plt.subplots()\n",
    "    ax.plot(y[0, :, 30])\n",
    "    ax.plot(y_interp[0, :, 30])\n",
    "    plt.show()\n",
    "    # fig.savefig('./results/test_line.pdf')\n",
    "    y0 = y_interp[:, start_frame:start_frame+ns_real]\n",
    "else:\n",
    "    y0 = y.copy()\n",
    "y = np.concatenate([y0[..., obs_pos].reshape(len(y0), -1), weight*para_obs.reshape(len(y), -1)], axis=-1) if use_para else y0[..., obs_pos]\n",
    "dt_ratio = dt/1.0\n",
    "print(y.shape, dt_ratio)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Reconstruction"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 200/200 [03:54<00:00,  1.17s/it]\n"
     ]
    }
   ],
   "source": [
    "outer_loop = 200\n",
    "inner_loop = 5\n",
    "seed_sample = 666    # performance is affected by the noise added to the sampling path\n",
    "\n",
    "# guidance coefficients (may vary for different samples)\n",
    "alpha = 600      # observation guidance\n",
    "gamma1 = 1   # sequence consistency guidance\n",
    "gamma2 = 1   # parameter consistency guidance\n",
    "\n",
    "'''for flow behind the cylinder'''\n",
    "u0 = 0.1\n",
    "spacing = 2 * np.pi / 64\n",
    "offsets = np.array([-0.5, spacing * 32])\n",
    "sde = VESDE(config, sigma_min=config.beta_min, sigma_max=config.beta_max, N=outer_loop)\n",
    "net.eval()\n",
    "reap_fn = lambda x, num: torch.stack([x for _ in range(num)])\n",
    "latent_mask = torch.stack([torch.ones([config.num_frames, 1, 1, 1]).float() for _ in range(len(y))]).to(device)\n",
    "obs_mask = torch.stack([torch.zeros([config.num_frames, 1, 1, 1]).float() for _ in range(len(y))]).to(device)\n",
    "frame_indices = torch.stack([torch.arange(config.num_frames) for _ in range(len(y))]).to(device)\n",
    "latent_mask = torch.ones([config.num_frames, 1, 1, 1]).float().to(device)\n",
    "obs_mask = torch.zeros([config.num_frames, 1, 1, 1]).float().to(device)\n",
    "frame_indices = torch.arange(config.num_frames).to(device)\n",
    "net_fn = lambda x, t: net(x, x0=x, timesteps=t, latent_mask=reap_fn(latent_mask, len(x)), obs_mask=reap_fn(obs_mask, len(x)), frame_indices=reap_fn(frame_indices, len(x)))[0]\n",
    "\n",
    "setup_seed(seed_sample)\n",
    "with torch.no_grad():\n",
    "\n",
    "    # transform = lambda xx: mask_torch[None, ..., None] * sample_to_vel(xx, ns_real, scalar=scalar)\n",
    "    transform_gen = lambda xx: sample_to_hot_wire(xx, coords[obs_pos], spacing, offsets=offsets, is_avg=is_avg,\n",
    "                                                num_frame=config.num_components,\n",
    "                                                scalar=scalar_inv,\n",
    "                                                use_para=use_para, weight=weight)\n",
    "    # y_gen = y[..., :32*3]\n",
    "    transform = lambda xx: sample_to_hot_wire(xx, coords, spacing, offsets=offsets, is_avg=is_avg,\n",
    "                                                num_frame=config.num_components,\n",
    "                                                scalar=scalar_inv,\n",
    "                                                use_para=False, weight=weight)\n",
    "    # transform = lambda xx: mask_torch*xx[:, :-config.num_conditions]\n",
    "    # transform = lambda xx: mask_torch*xx\n",
    "    # transform_gen = lambda xx: xx[:, :1, config.num_components:]        # para conditioned\n",
    "    # y = 0.1/1000*1000*np.ones_like(z)[np.newaxis, np.newaxis, np.newaxis].repeat(config.num_samples, axis=0)\n",
    "\n",
    "    x_inpainted, _ = complete_video_pc_dps(config, net_fn, sde, y,\n",
    "                                                        transform_gen,\n",
    "                                                        alpha=alpha, beta=0, gamma1=gamma1, gamma2=gamma2,\n",
    "                                                        corrector=LangevinCorrector,\n",
    "                                                        snr=0.128, save_sample_path=False,\n",
    "                                                        n_steps=inner_loop,\n",
    "                                                        device=device, dtype='float', eps=1e-12,\n",
    "                                                        probability_flow=False, continuous=True,\n",
    "                                                        data_scalar=scalar)\n",
    "x_pred = x_inpainted"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Aligned the grids of generated field with experimental data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "36.0 135.0\n",
      "0.5490873852123406 0.8910109865322975 x_min = 0.8910109865322975\n",
      "6.832272692391927 7.772804349500739 x_max = 6.832272692391927\n",
      "-3.141592653589793 -2.606739910215319 y_min = -2.606739910215319\n",
      "3.141592653589793 2.502470313806706 y_max = 2.502470313806706\n",
      "[0, 57] [0, 50] (2, 50, 67)\n",
      "(879, 2, 50, 67) (2, 50, 57)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_2407/3389299581.py:26: DeprecationWarning: `interp2d` is deprecated!\n",
      "`interp2d` is deprecated in SciPy 1.10 and will be removed in SciPy 1.12.0.\n",
      "\n",
      "For legacy code, nearly bug-for-bug compatible replacements are\n",
      "`RectBivariateSpline` on regular grids, and `bisplrep`/`bisplev` for\n",
      "scattered 2D data.\n",
      "\n",
      "In new code, for regular grids use `RegularGridInterpolator` instead.\n",
      "For scattered data, prefer `LinearNDInterpolator` or\n",
      "`CloughTocher2DInterpolator`.\n",
      "\n",
      "For more details see\n",
      "`https://gist.github.com/ev-br/8544371b40f414b7eaf3fe6217209bff`\n",
      "\n",
      "  fu = interp2d(grid_gen[1, :, 0], grid_gen[0, 0], x_pred[0, i, 0], kind='cubic')\n",
      "/tmp/ipykernel_2407/3389299581.py:27: DeprecationWarning: `interp2d` is deprecated!\n",
      "`interp2d` is deprecated in SciPy 1.10 and will be removed in SciPy 1.12.0.\n",
      "\n",
      "For legacy code, nearly bug-for-bug compatible replacements are\n",
      "`RectBivariateSpline` on regular grids, and `bisplrep`/`bisplev` for\n",
      "scattered 2D data.\n",
      "\n",
      "In new code, for regular grids use `RegularGridInterpolator` instead.\n",
      "For scattered data, prefer `LinearNDInterpolator` or\n",
      "`CloughTocher2DInterpolator`.\n",
      "\n",
      "For more details see\n",
      "`https://gist.github.com/ev-br/8544371b40f414b7eaf3fe6217209bff`\n",
      "\n",
      "  fv = interp2d(grid_gen[1, :, 0], grid_gen[0, 0], x_pred[0, i, 1], kind='cubic')\n",
      "/tmp/ipykernel_2407/3389299581.py:28: DeprecationWarning:         `interp2d` is deprecated!\n",
      "        `interp2d` is deprecated in SciPy 1.10 and will be removed in SciPy 1.12.0.\n",
      "\n",
      "        For legacy code, nearly bug-for-bug compatible replacements are\n",
      "        `RectBivariateSpline` on regular grids, and `bisplrep`/`bisplev` for\n",
      "        scattered 2D data.\n",
      "\n",
      "        In new code, for regular grids use `RegularGridInterpolator` instead.\n",
      "        For scattered data, prefer `LinearNDInterpolator` or\n",
      "        `CloughTocher2DInterpolator`.\n",
      "\n",
      "        For more details see\n",
      "        `https://gist.github.com/ev-br/8544371b40f414b7eaf3fe6217209bff`\n",
      "\n",
      "  pred_inter.append(np.stack([scalar_inv(fu(grid_inter[1, :, 0], grid_inter[0, 0])).T, scalar_inv(fv(grid_inter[1, :, 0], grid_inter[0, 0])).T]))\n"
     ]
    }
   ],
   "source": [
    "from scipy.interpolate import interp2d\n",
    "scalar = lambda x: (x-mean)/std\n",
    "scalar_inv = lambda x: x*std+mean\n",
    "start_ori = start_frame/dt_ratio\n",
    "end_ori = (start_frame+ns_real)/dt_ratio\n",
    "print(start_ori, end_ori)\n",
    "\n",
    "xx = yy = np.linspace(0, 2*np.pi, config.image_size)\n",
    "xx = xx-offsets[0]+spacing/2\n",
    "yy = yy-offsets[1]\n",
    "grid_gen = np.stack(np.meshgrid(xx, yy))\n",
    "x_inter = np.array([max(grid_gen[0].min(), grid[0].min()), min(grid_gen[0].max(), grid[0].max())])\n",
    "y_inter = np.array([max(grid_gen[1].min(), grid[1].min()), min(grid_gen[1].max(), grid[1].max())])\n",
    "print(grid_gen[0].min(), grid[0].min(), f'x_min = {max(grid_gen[0].min(), grid[0].min())}')\n",
    "print(grid_gen[0].max(), grid[0].max(), f'x_max = {min(grid_gen[0].max(), grid[0].max())}')\n",
    "print(grid_gen[1].min(), grid[1].min(), f'y_min = {max(grid_gen[1].min(), grid[1].min())}')\n",
    "print(grid_gen[1].max(), grid[1].max(), f'y_max = {min(grid_gen[1].max(), grid[1].max())}')\n",
    "indx_inter = [int((x_inter[0]-grid[0].min())//spacing_m), int((x_inter[1]-grid[0].min())//spacing_m)+1]\n",
    "indy_inter = [int((y_inter[0]-grid[1].min())//spacing_m), int((y_inter[1]-grid[1].min())//spacing_m)+1]\n",
    "print(indx_inter, indy_inter, grid.shape)\n",
    "grid_inter = grid[:, indy_inter[0]:indy_inter[1], indx_inter[0]:indx_inter[1]]\n",
    "print(measures.shape, grid_inter.shape)\n",
    "pred_inter = []\n",
    "ref_inter = []\n",
    "for i in range(len(x_pred[0])):\n",
    "    fu = interp2d(grid_gen[1, :, 0], grid_gen[0, 0], x_pred[0, i, 0], kind='cubic')\n",
    "    fv = interp2d(grid_gen[1, :, 0], grid_gen[0, 0], x_pred[0, i, 1], kind='cubic')\n",
    "    pred_inter.append(np.stack([scalar_inv(fu(grid_inter[1, :, 0], grid_inter[0, 0])).T, scalar_inv(fv(grid_inter[1, :, 0], grid_inter[0, 0])).T]))\n",
    "    ref_inter.append(-measures[int(start_ori+i/dt_ratio), :, indy_inter[0]:indy_inter[1], indx_inter[0]:indx_inter[1]])\n",
    "pred_inter = np.array(pred_inter)\n",
    "ref_inter = np.array(ref_inter)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Visualization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x400 with 20 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 20 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from einops import rearrange\n",
    "i_start = 20\n",
    "length  = 10\n",
    "plot_field(np.concatenate([pred_inter[i_start:i_start+length, 0], ref_inter[i_start:i_start+length, 0]]), 2, length, dpi=200, q_range=[-0.02, 0.13])  # 1st component of velocity\n",
    "plot_field(np.concatenate([pred_inter[i_start:i_start+length, 1], ref_inter[i_start:i_start+length, 1]]), 2, length, dpi=200, q_range=[-0.05, 0.05])  # 2nd component of velocity"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# GIF of the generated field\n",
    "Please check './results/test_cy.gif' for the generated GIF!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2500x500 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.animation import FuncAnimation\n",
    "\n",
    "data_plot = [y[0], pred_inter[:, 0], ref_inter[:, 0], pred_inter[:, 1], ref_inter[:, 1]]       # y[0, :, 0], vor_cal_batch(np.concatenate([samples_noise[0, :, 1:2], samples_noise[0, :, :1]], axis=1), config.image_size, [0, domain_size]), \n",
    "data_title = ['velocity magnitude obs.', 'u gen.', 'u ref.', 'v_gen.', 'v ref.']   # 'obs.', \n",
    "vmins = [0, -0.02, -0.02, -0.05, -0.05]    # -3, \n",
    "vmaxs = [0.15, 0.13, 0.13, 0.05, 0.05]      # 3, \n",
    "n_plot = len(data_plot)\n",
    "def update(frame):\n",
    "    plt.clf()  # Clear the current plot\n",
    "\n",
    "    for i in range(n_plot):\n",
    "        # Plot the first subplot\n",
    "        plt.subplot(1, n_plot, i+1)\n",
    "        if i==0:\n",
    "            plt.plot(grid[1, :, 0], data_plot[0][frame], marker='x', color='r', label='ref.', linewidth=0)\n",
    "            plt.gca().set_xlim([-3, 3])\n",
    "            plt.gca().set_ylim([0, 0.15])\n",
    "        else:\n",
    "            plt.pcolormesh(data_plot[i][frame], cmap='RdBu_r', vmin=vmins[i], vmax=vmaxs[i])\n",
    "            plt.gca().set_aspect(1)\n",
    "        plt.title(data_title[i])\n",
    "\n",
    "fig = plt.figure(figsize=(5*n_plot, 5))\n",
    "ani = FuncAnimation(fig, update, frames=range(ns_real), repeat=False)\n",
    "ani.save('/results/test_cy.gif', writer='pillow', fps=20)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
